If three marbles are picked at random, what is the probability that at least one is blue?

Total number of possible outcomes
= ¹²C₃ = 220
Number of events which do not contain blue marbles (3 marbles out of 7 marbles) = ⁷C₃ = 35
∴ Required probability = 1 - 35/220 = 37/44